Robust Nonparametric Statistical Methods

Authors

T. P. Hettmansperger, The Pennsylvania State University
J. W. McKean, Western Michigan University

Department

Statistics

Document Type

Book

Files

Description

Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.

Call number in WMU's library

QA278.8 .H48 1998

ISBN

978-0340549377

Publication Date

1-30-1998

Publisher

Hodder Education Publishers

City

London

Disciplines

Education

Citation for published book

Hettmansperger, McKean, & McKean, Joseph W. (1998). Robust nonparametric statistical methods / T.P. Hettmansperger, J.W. McKean. (Kendall's library of statistics ; 5).

Recommended Citation

Hettmansperger, T. P. and McKean, J. W., "Robust Nonparametric Statistical Methods" (1998). All Books and Monographs by WMU Authors. 579.
https://scholarworks.wmich.edu/books/579